Sensors that don't need tuning.
Detection generated from your code, thresholds that calibrate themselves, and coverage gaps surfaced before incidents reveal them.
When Causum is in the loop for observability work.
Sensors are generated from code — you review, not author
Domain Intelligence reads the service and proposes the detectors; you approve, modify or reject them, and they run in advisory mode before they ever page anyone. New services arrive with monitoring instead of shipping blind.
Thresholds calibrate themselves — you set policy, not values
Instead of hand-tuning fixed thresholds every quarter, you declare entity-level policy ("alert when this transition exceeds its baseline") and the platform computes and maintains the actual values, with a drift alert when they move.
Coverage gaps surface before incidents do
A coverage dashboard shows which entities have sensors and which don't, ranked by severity, so you close the gap proactively instead of discovering it during a postmortem.
Before and after.
A new service ships and you hand-write its dashboards, alert rules and thresholds, then spend the next quarter retuning them against complaints.
The Codebase Explorer proposes a sensor pack from the new code for you to validate, thresholds self-calibrate against real traffic, and a coverage dashboard tells you exactly which entities still need attention.
What we'll measure together.
Targets are commitments we hit, or the engagement does not advance. Baselines are measured against your environment before Phase 1 begins.
| Metric | Before | Pilot target |
|---|---|---|
| Threshold tuning effort | endless | trending down |
| New-service time-to-meaningful-sensor | weeks | hours |
| Alert precision per sensor | unmeasured | tracked |
Observability pilot success: Less alert-rule maintenance, and sensors that arrive from code.
Measured against your pre-engagement baseline. We'll capture the baseline together in the free fit assessment that precedes Phase 1.
Same loop. Different first win.
Whichever seat — start with a pilot.
Free, one-week fit assessment. No commitment. Output is a written go/no-go recommendation.